TILens Daily Edition
2026-10-25
Filters: topic=languages, github=hidden

Stats: 90 articles, 12 sources, 2 research papers
Top topics: JavaScript, Python, AI

## News

- JEP targeted to JDK 28: 544: Ahead-of-Time Code Compilation
  Source: inside-java
  Topic: Java
  URL: https://inside.java/2026/10/25/jep544-target-jdk28/

- Your cached MCP server still asks npm first
  Source: devto-javascript
  Topic: JavaScript (+AI)
  URL: https://dev.to/notaflightrisk/your-cached-mcp-server-still-asks-npm-first-18c0

- Stop copying payee addresses from wallet history: a small pattern for repeat crypto payments
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/send21/stop-copying-payee-addresses-from-wallet-history-a-small-pattern-for-repeat-crypto-payments-3oid

- React Charts with SciChart.js: Introducing scichart-react
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/andyb1979/react-charts-with-scichartjs-introducing-scichart-react-3e62

- How to Build a ComfyUI Custom Node with a JavaScript UI
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/fabwaseem/how-to-build-a-comfyui-custom-node-with-a-javascript-ui-2gni

- How I Built a 60 FPS Real-Time Fractal Explorer in WebGL 2.0 & Vectorized NumPy Library for 27 Complex Systems
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/quantumtechcoder/how-i-built-a-60-fps-real-time-fractal-explorer-in-webgl-20-vectorized-numpy-library-for-27-2if6

- The Rippling job board API, measured: a 1,000-row list, a record per job and pay by tier
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/adderleydata/the-rippling-job-board-api-measured-a-1000-row-list-a-record-per-job-and-pay-by-tier-2o28

- ERP Development: Sync Your App and ERP With a Postgres Outbox
  Source: devto-javascript
  Topic: JavaScript (+PostgreSQL)
  URL: https://dev.to/geminate_solutions_9b6035/erp-development-sync-your-app-and-erp-with-a-postgres-outbox-4pe3

- [Boost]
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/parnita_singh_73778510977/-5flp

- Keyboard Hotkeys for a Browser Soundboard: KeyboardEvent.code, Layout-Proof Labels and Not Hijacking the Search Box
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/abidali671/keyboard-hotkeys-for-a-browser-soundboard-keyboardeventcode-layout-proof-labels-and-not-1l47

- I let an AI assistant publish my HTML5 game: an MCP workflow from ZIP to release
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/klyo_games/i-let-an-ai-assistant-publish-my-html5-game-an-mcp-workflow-from-zip-to-release-1mii

- Exploring JEST React Testing Library: A Complete Overview
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/sufiyan_akbani/exploring-jest-react-testing-library-a-complete-overview-4dpf

- [Boost]
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/parnita_singh_73778510977/-48be

- Python REST APIs With Flask, Connexion, and SQLAlchemy – Part 1
  Source: real-python
  Topic: Python
  URL: https://realpython.com/flask-connexion-rest-api/

- Python REST APIs With Flask, Connexion, and SQLAlchemy – Part 3
  Source: real-python
  Topic: Python
  URL: https://realpython.com/flask-connexion-rest-api-part-3/

- Python Modules and Packages – An Introduction
  Source: real-python
  Topic: Python
  URL: https://realpython.com/python-modules-packages/

- Logging in Python
  Source: real-python
  Topic: Python
  URL: https://realpython.com/python-logging/

- Python Code Quality: Best Practices and Tools
  Source: real-python
  Topic: Python
  URL: https://realpython.com/python-code-quality/

- Python's with Statement: Manage External Resources Safely
  Source: real-python
  Topic: Python
  URL: https://realpython.com/python-with-statement/

- Python REST APIs With Flask, Connexion, and SQLAlchemy – Part 2
  Source: real-python
  Topic: Python
  URL: https://realpython.com/flask-connexion-rest-api-part-2/

- Log what your Sentry SDK actually sends before you leave SaaS
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/amorizz/log-what-your-sentry-sdk-actually-sends-before-you-leave-saas-33e7

- Exploring AngularJS Routing: A Practical Guide
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/sufiyan_akbani/exploring-angularjs-routing-a-practical-guide-120i

- Building Resilient Webhook Handlers in Node.js Without Crashing Your Express Server
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/interfaceiq/building-resilient-webhook-handlers-in-nodejs-without-crashing-your-express-server-pno

- Part 11: Cuckoo Filters - Operations
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/fkereki/part-11-cuckoo-filters-operations-2nlp

- Hy, I am Divy
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/divy_arora_6e0878c5712f5b/hy-i-am-divy-1jj4

- How to Export Blender to Three.js: Bake, glTF, Draco and Load
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/heygalatea/how-to-export-blender-to-threejs-bake-gltf-draco-and-load-4ac9

- How I Built an Actuarial Mortgage Platform with 163 Pages and Zero Technical Debt
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/jemst7480del/how-i-built-an-actuarial-mortgage-platform-with-163-pages-and-zero-technical-debt-1km8

- Your Checkout Design Fails the Moment the Payment Button Gets Clicked Twice
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/nurrehman/your-checkout-design-fails-the-moment-the-payment-button-gets-clicked-twice-4968

- My Vue Library Had 99% Line Coverage. Mutation Testing Found Two Bugs Anyway.
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/navidjaberi/my-vue-library-had-99-line-coverage-mutation-testing-found-two-bugs-anyway-d5b

- Clean Code Practices in JavaScript: Write Readable, Maintainable Code
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/ansh_sheladiya/clean-code-practices-in-javascript-write-readable-maintainable-code-48on

- Buy Old Twitter Accounts
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/twitter71usa/buy-old-twitter-accounts-2k5f

- Introducing Recached: Cache Locally, Sync Everywhere
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/akosidencio/introducing-recached-cache-locally-sync-everywhere-19n3

- Quiz: Python's pathlib Module: Taming the File System
  Source: real-python
  Topic: Python
  URL: https://realpython.com/quizzes/python-pathlib/

- Quiz: Python Debugging With Pdb
  Source: real-python
  Topic: Python
  URL: https://realpython.com/quizzes/python-debugging-pdb/

- Quiz: Build a URL Shortener With FastAPI and Python
  Source: real-python
  Topic: Python (+FastAPI)
  URL: https://realpython.com/quizzes/build-a-python-url-shortener-with-fastapi/

- python-date-parser
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/SEIU-Tech/python-date-parser

- Python 3.14 vs Python 3.15 – performance testing
  Source: pythonhub-digest
  Topic: Python
  URL: https://en.lewoniewski.info/2026/python-3-14-vs-python-3-15-performance-testing/

- fastapi-stream-lease
  Source: pythonhub-digest
  Topic: Python (+FastAPI)
  URL: https://github.com/agustin18/fastapi-stream-lease

- Saving Jet Fuel
  Source: pythonhub-digest
  Topic: Python
  URL: https://tech.marksblogg.com/scikit-decide-openap-optimal-flight-planning.html

- Speculative Decoding: The Art of Guessing Well
  Source: pythonhub-digest
  Topic: Python (+AI)
  URL: https://astralord.github.io/posts/speculative-decoding-the-art-of-guessing-well/

- Polars Query Optimization: Lazy vs. Eager Mode
  Source: pythonhub-digest
  Topic: Python
  URL: https://www.youtube.com/watch?v=ux7MlXxFDQY

- Automating Django deployments with Deployer
  Source: pythonhub-digest
  Topic: Python (+Django)
  URL: https://codewithstein.com/automating-django-deployments-with-deployer/

- why .parquet dominates modern data engineering
  Source: pythonhub-digest
  Topic: Python
  URL: https://www.youtube.com/watch?v=6Qkzfwk0W58

- CacheCanary
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/Haarris/cachecanary

- whatsnewt
  Source: pythonhub-digest
  Topic: Python
  URL: https://pypi.org/project/whatsnewt/

- Stop one person claiming your Python free tier twice
  Source: pythonhub-digest
  Topic: Python (+Django)
  URL: https://elijahbrown.hashnode.dev/stop-one-person-claiming-your-python-free-tier-twice-gmail-dots-plus-tags-and-googlemail-com

- LongLive
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/NVlabs/LongLive

- Building a small Django app with help from AI
  Source: pythonhub-digest
  Topic: Python (+Django)
  URL: https://codewithstein.com/building-a-small-django-app-with-help-from-ai/

- Building a GPU Compiler from Scratch
  Source: pythonhub-digest
  Topic: Python
  URL: https://kernelspace.substack.com/p/building-a-gpu-compiler-from-scratch

- Building a lift scheduling algorithm in Python
  Source: pythonhub-digest
  Topic: Python
  URL: https://www.yellowduck.be/posts/building-a-lift-scheduling-algorithm-in-python

- security-suite
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/TheSecuredAnalyst/security-suite

- AirLLM
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/lyogavin/airllm

- Python 3.15 for Data Scientists: Lazy Imports, frozendict, and Tachyon
  Source: pythonhub-digest
  Topic: Python
  URL: https://codecut.ai/python-3-15-features-data-scientists/

- Build your own decision model
  Source: pythonhub-digest
  Topic: Python
  URL: https://nishtahir.com/build-your-own-decision-model/

- Lifeguard
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/Facebook/lifeguard

- A Clean Way to Implement Undo in Python
  Source: pythonhub-digest
  Topic: Python
  URL: https://www.youtube.com/watch?v=ZXAt8AP3DnY

- google / artemis
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/google/artemis

- Jumper
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/KingKongRobotics/jumper

- How We Localized a Client-Side Web App into 10 Languages (With Full RTL Support)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/rahalune-qr-studio/how-we-localized-a-client-side-web-app-into-10-languages-with-full-rtl-support-3k8p

- Google Gemini 4 Argon for Three.js: What Community Tests Actually Show
  Source: devto-javascript
  Topic: JavaScript (+AI)
  URL: https://dev.to/alicia_lu/google-gemini-4-argon-for-threejs-what-community-tests-actually-show-io5

- UI sounds without a single audio file
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/mostafashadow/ui-sounds-without-a-single-audio-file-4j7m

- What Is JSX in React? Explained with Simple Examples
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/kushkrg/what-is-jsx-in-react-explained-with-simple-examples-50na

- OpenUSD in Three.js: A Houdini Solaris Test of USD Web Viewer
  Source: devto-javascript
  Topic: JavaScript (+AI)
  URL: https://dev.to/alicia_lu/openusd-in-threejs-a-houdini-solaris-test-of-usd-web-viewer-5d24

- I Tested machine-skill with Codex: Two Three.js Pump Simulations
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/alicia_lu/i-tested-machine-skill-with-codex-two-threejs-pump-simulations-44k4

- I made a website with useful fun tools, would love to hear your feedback
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/nota/i-made-a-website-with-useful-fun-tools-would-love-to-hear-your-feedback-21jj

- I built ReduceGIF — compress, crop, reverse & remove GIF backgrounds in your browser
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/a_hiro_ed5ee189d81839067f/i-built-reducegif-compress-crop-reverse-remove-gif-backgrounds-in-your-browser-agh

- Houdini to Three.js: Testing glTF Compression and Instancing
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/alicia_lu/houdini-to-threejs-testing-gltf-compression-and-instancing-22lc

- Procedural Plants for the Web: Houdini Geometry and Wind Data
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/alicia_lu/procedural-plants-for-the-web-houdini-geometry-and-wind-data-1lid

- Is your API key in your JavaScript? VITE_ and NEXT_PUBLIC_ explained
  Source: devto-javascript
  Topic: JavaScript (+AI, PostgreSQL, React)
  URL: https://dev.to/milokits/is-your-api-key-in-your-javascript-vite-and-nextpublic-explained-1k10

- Gaussian Splats in Three.js: Native Renderer and Spark Tested
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/alicia_lu/gaussian-splats-in-threejs-native-renderer-and-spark-tested-3fej

- Own your browser game and sell it: a complete HTML5 starter kit
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/cybermax/own-your-browser-game-and-sell-it-a-complete-html5-starter-kit-3ecf

- After Effects, but inside a browser tab (free, no install)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/atomcut/after-effects-but-inside-a-browser-tab-free-no-install-3o0h

- Cajyu
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/absjs/cajyu-2hog

- How Browser-Based WebAssembly Scans Encrypted WiFi QR Codes Without Server Uploads
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/craftrex/how-browser-based-webassembly-scans-encrypted-wifi-qr-codes-without-server-uploads-fb

- Base64 Image Not Showing? Six Checks, Cheapest First
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/toolstead/base64-image-not-showing-six-checks-cheapest-first-2be1

- Google sign-in fails with redirect_uri_mismatch on Supabase? Here's the fix
  Source: devto-javascript
  Topic: JavaScript (+PostgreSQL)
  URL: https://dev.to/ahmed_hassanyaseen_1b7ab/google-sign-in-fails-with-redirecturimismatch-on-supabase-heres-the-fix-a0e

- I'm not a programmer. I built 70+ free browser games for my kids with AI. Here's what I learned
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/paivelmoxia/im-not-a-programmer-i-built-70-free-browser-games-for-my-kids-with-ai-heres-what-i-learned-3p0l

- How I Shrunk a QR Kanji Table by 36% Using Dynamic Programming
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/datalog/how-i-shrunk-a-qr-kanji-table-by-36-using-dynamic-programming-1fmc

## Research

- Agentic AI in Production: Why Your Agent Keeps Answering After Its Tools Fail
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/agentic-ai-in-production-why-your-agent-keeps-answering-after-its-tools-fail/

- Data Enablement for AI: A Practitioner's Guide to 6 Advanced Architectural Patterns
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/data-enablement-for-ai-a-practitioners-guide-to-6-advanced-architectural-patterns/

## Community

- "type const" syntax error with gca_const_items feature?
  Source: rust-users-forum
  Topic: Rust
  URL: https://users.rust-lang.org/t/type-const-syntax-error-with-gca-const-items-feature/143254

- Seam Cutter
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Oct/25/seam-cutter/

- Building an exact, deterministic geometry kernel in Rust for an open-source Revit alternative: advice wanted on approach and strategy
  Source: rust-users-forum
  Topic: Rust
  URL: https://users.rust-lang.org/t/building-an-exact-deterministic-geometry-kernel-in-rust-for-an-open-source-revit-alternative-advice-wanted-on-approach-and-strategy/143243

- Security Baked Into the JVM: DirtyChai scales vertically, JGDMS scales horizontally
  Source: nicolas-frankel
  Topic: Java
  URL: https://blog.frankel.ch/security-baked-into-jvm/6/

- acat
  Source: kenneth-reitz
  Topic: Python
  URL: https://kennethreitz.org/essays/2026-10-25-acat

- About $requests, the Token
  Source: kenneth-reitz
  Topic: Python
  URL: https://kennethreitz.org/essays/2026-10-25-about_requests_the_token

- The No Title® Tech Blog: Just updated - Optimize Images v2.2.0
  Source: planet-python
  Topic: Python
  URL: https://no-title.victordomingos.com/articles/2026/updated_optimize-images-v2-2-0

- .plan-26-43: Wireguard meshes over troubled water
  Source: ocaml-planet
  Topic: OCaml
  URL: https://anil.recoil.org/notes/2026w43

- Building Java ME Apps with Modern Tooling
  Source: lobsters
  Topic: General (+Java)
  URL: https://voxelmanip.se/2026/10/24/building-java-me-apps-with-modern-tooling/

- Nim vs Rust: Language is a Matter of 'Coherence', Not 'Performance'
  Source: lobsters
  Topic: General (+Rust)
  URL: https://wintrover.github.io/#/post/nim-vs-rust-language-is-a-matter-of-coherence-not-performance